Johnny Depp and Vanessa Paradis are living “separate lives” after 14 years spent together, it has been claimed.

Vanessa Paradis was nowhere to be seen as Johnny Depp mingled with his A-list friends at the Golden Globes on Sunday night.

Now some insiders are saying that the long-term couple has already split up.

According to a new report by the highly respected publication People magazine, Johnny Depp and Vanessa Paradis’ relationship has been rocky for quite some time.

It follows several tabloid reports that the pair’s relationship is on the rocks.

Although they show displays of unity at family functions for children Lily-Rose, 12, and Jack, 9, they are infrequently spotted together.

Johnny Depp and Vanessa Paradis are living “separate lives” after 14 years spent together

While both Johnny Depp, 48, and Vanessa Paradis, 39, were in Paris last November, she opted out of attending the French premiere of his film, The Rum Diary.

Instead, People reports, Vanessa Paradis went to a concert, which one source notes were: “Weird and pretty clear: You’re in town and you don’t go to the premiere of your husband’s film? One which he starred in, produced?”

Vanessa Paradis was also noticeably absent at the Cannes Film Festival premiere of Johnny Depp’s fourth Pirates of the Caribbean film in May.

Though they have both been staying in LA, it is believed they are living at different locations.

An insider tells People magazine that the two, who never married, may have been broken up for years.

“My sense is that this is a couple which hasn’t existed for two years,” says the source.

Vanessa Paradis has remained at home in Los Angeles with their kids, who attend private school there, while Johnny Depp gallivants around the world shooting movies.

While Johnny Depp was filming Pirates in Hawaii in 2010, he was often spotted drinking wine at local bars in and around Honolulu.

“He would chat with girls and was very friendly and flirty,” a source tells the People magazine.

Now Johnny Depp is flying off to shoot The Lone Ranger in Mexico while, once again, Vanessa Paradis remains at home in LA with the children.

The stony-faced French singer was spotted walking through the city’s outdoor shopping mall, The Grove, on Friday – which meant she could have easily attended the Golden Globes as his date.

Though friends hope they can reconcile, it isn’t looking likely for the once-wonderful couple.